Datos de O3 y NOx

Column

Ozono

Column

NOx

Tabla de datos

fecha	ozono	nox
2020-02-01	44.37888	38.33161
2020-02-02	69.41526	20.60071
2020-02-03	50.44885	33.77373
2020-02-04	74.15087	29.25159
2020-02-05	77.02336	20.60131
2020-02-06	32.27782	32.58362
2020-02-07	56.40527	46.52753
2020-02-08	74.62095	46.07498
2020-02-09	57.57175	20.96666
2020-02-10	52.83074	22.85931
2020-02-11	77.84167	49.42564
2020-02-12	52.66671	34.79973
2020-02-13	63.87853	47.49256
2020-02-14	58.63167	28.66131
2020-02-15	35.14623	26.27330
2020-02-16	74.99125	36.36921
2020-02-17	42.30439	16.09386
2020-02-18	32.10298	32.91468
2020-02-19	46.39604	19.54904
2020-02-20	77.72518	48.49436
2020-02-21	74.47697	34.05463
2020-02-22	64.64017	30.60119
2020-02-23	62.02534	26.10293
2020-02-24	79.71349	45.20986
2020-02-25	62.78529	24.56367
2020-02-26	65.42652	21.52957
2020-02-27	57.20330	16.82581
2020-02-28	59.70710	16.88687
2020-02-29	44.45799	29.28170
2020-03-01	37.35568	20.11860
2020-03-02	78.15121	18.65019
2020-03-03	75.11495	36.97506
2020-03-04	64.53526	11.90655
2020-03-05	69.77337	38.03412
2020-03-06	31.23068	24.07555
2020-03-07	53.88980	26.35776
2020-03-08	67.92298	42.83805
2020-03-09	40.82040	46.75429
2020-03-10	45.90905	21.30113
2020-03-11	41.58129	48.44419
2020-03-12	37.14000	39.13578
2020-03-13	50.72732	37.45500
2020-03-14	50.68622	12.11376
2020-03-15	48.44227	25.80881
2020-03-16	37.62224	29.11382
2020-03-17	36.94030	32.41013
2020-03-18	41.65170	37.93046
2020-03-19	53.29812	46.62734
2020-03-20	43.29863	34.73405
2020-03-21	72.89139	27.13686
2020-03-22	32.29156	31.68321
2020-03-23	52.11000	12.33914
2020-03-24	69.94624	20.43427
2020-03-25	36.09496	25.88608
2020-03-26	58.04740	17.90979
2020-03-27	40.32657	43.27710
2020-03-28	36.37658	16.11549
2020-03-29	67.66539	42.13674
2020-03-30	74.75227	31.87305
2020-03-31	48.72314	36.49271
2020-04-01	63.25576	16.86794
2020-04-02	34.74203	35.32221
2020-04-03	49.19848	22.47479
2020-04-04	43.71918	38.98217
2020-04-05	70.73200	25.95759
2020-04-06	52.42582	48.77426
2020-04-07	70.50322	48.69593
2020-04-08	70.61948	39.06810
2020-04-09	69.71712	20.28867
2020-04-10	51.99158	18.87152
2020-04-11	67.72376	33.72183
2020-04-12	61.46106	20.70086
2020-04-13	65.50912	31.24282
2020-04-14	30.03124	41.41167
2020-04-15	53.76583	16.72243
2020-04-16	41.00594	26.17597
2020-04-17	48.99083	28.86305
2020-04-18	60.63855	44.72427
2020-04-19	47.58990	47.02832
2020-04-20	35.55677	45.27910
2020-04-21	42.18097	36.96747
2020-04-22	63.40278	48.00668
2020-04-23	50.88234	30.65780
2020-04-24	69.40979	33.06076
2020-04-25	35.14323	23.45325
2020-04-26	51.74464	23.89299
2020-04-27	79.24785	10.80097
2020-04-28	74.65256	30.11252
2020-04-29	74.32345	44.84174
2020-04-30	38.75263	10.25203
2020-05-01	36.53478	12.88228
2020-05-02	62.65510	16.56845
2020-05-03	47.17582	40.81336
2020-05-04	62.83791	39.40737
2020-05-05	46.01866	48.87503
2020-05-06	39.38456	28.65890
2020-05-07	69.11472	12.97538
2020-05-08	34.67975	35.95273
2020-05-09	53.33895	40.34373
2020-05-10	55.57527	15.48424
2020-05-11	59.99945	25.86338
2020-05-12	46.64118	18.99941
2020-05-13	54.43065	12.31834
2020-05-14	77.72369	25.83571
2020-05-15	54.14512	12.59713
2020-05-16	74.51751	19.03546
2020-05-17	75.72191	12.18516
2020-05-18	60.43675	36.81128
2020-05-19	50.53449	21.90967
2020-05-20	37.35473	14.02886
2020-05-21	76.76499	12.87616
2020-05-22	45.06144	45.21762
2020-05-23	33.03603	40.16990
2020-05-24	77.38635	42.66424
2020-05-25	66.02981	49.28561
2020-05-26	37.11471	14.14399
2020-05-27	57.46423	13.96167
2020-05-28	77.70456	41.95326
2020-05-29	59.27417	41.38301
2020-05-30	50.22551	10.37720
2020-05-31	62.39467	41.16264
2020-06-01	45.99103	39.17563
2020-06-02	45.38600	35.20527
2020-06-03	40.98838	29.23643
2020-06-04	48.47444	16.26547
2020-06-05	79.21096	10.32862
2020-06-06	37.71012	28.09834
2020-06-07	34.55220	29.69173
2020-06-08	37.09535	25.58348
2020-06-09	64.50036	28.58664
2020-06-10	60.96282	38.53116
2020-06-11	74.56971	12.21208
2020-06-12	63.64995	24.19132
2020-06-13	66.85389	42.11249
2020-06-14	56.05679	43.42835
2020-06-15	62.99192	19.50998
2020-06-16	71.09027	24.15944
2020-06-17	69.31408	44.27542
2020-06-18	78.99110	44.15053
2020-06-19	51.97158	21.83582
2020-06-20	45.58511	15.88193
2020-06-21	50.47375	38.15968
2020-06-22	30.52336	14.15227
2020-06-23	39.19248	11.34911
2020-06-24	72.13647	49.97618
2020-06-25	41.55809	11.39499
2020-06-26	41.95500	23.53565
2020-06-27	33.83456	46.60255
2020-06-28	42.28618	34.68941
2020-06-29	66.60676	21.45141
2020-06-30	72.37266	39.51190
2020-07-01	54.87636	43.36217
2020-07-02	49.39545	22.57083
2020-07-03	42.32245	29.70266
2020-07-04	35.55482	37.89495
2020-07-05	49.49972	35.65849
2020-07-06	58.59677	35.75692
2020-07-07	40.84464	49.11414
2020-07-08	52.23840	26.58941
2020-07-09	40.89953	14.77619
2020-07-10	55.11498	31.04119
2020-07-11	47.69523	19.00293
2020-07-12	62.49926	29.45647
2020-07-13	48.73570	24.80859
2020-07-14	47.77227	49.33401
2020-07-15	56.68440	25.53276
2020-07-16	67.01672	19.16979
2020-07-17	41.05515	34.93190
2020-07-18	50.63731	15.46161
2020-07-19	43.28433	48.69878
2020-07-20	61.49865	30.60287
2020-07-21	39.19142	16.52281
2020-07-22	73.18221	34.87609
2020-07-23	67.32840	49.43817
2020-07-24	63.41423	36.75086
2020-07-25	60.90089	26.75664
2020-07-26	48.61190	22.93380
2020-07-27	56.49178	43.41021
2020-07-28	73.73412	15.75268
2020-07-29	59.08751	17.71264
2020-07-30	71.98839	45.86955
2020-07-31	45.62241	22.32478

Regresión lineal

Column

Gráfica de regresión

Column

Resumen del modelo


Call:
lm(formula = nox ~ ozono, data = datos)

Residuals:
     Min       1Q   Median       3Q      Max 
-20.8514 -10.2020  -0.2173   9.5494  19.9840 

Coefficients:
            Estimate Std. Error t value Pr(>|t|)    
(Intercept) 26.94781    3.54160   7.609 1.49e-12 ***
ozono        0.05343    0.06241   0.856    0.393    
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Residual standard error: 11.58 on 180 degrees of freedom
Multiple R-squared:  0.004055,  Adjusted R-squared:  -0.001478 
F-statistic: 0.7328 on 1 and 180 DF,  p-value: 0.3931

Datos de Calidad del aire

El ozono (O3) es una molécula compuesta por tres átomos de oxígeno. Es un gas incoloro e inestable que se encuentra en la atmósfera terrestre. A nivel del suelo, el ozono es considerado un contaminante peligroso para la salud humana y el medio ambiente.

Los óxidos de nitrógeno (NOx) son un grupo de gases compuestos por óxido nítrico (NO) y dióxido de nitrógeno (NO2). Estos gases son producidos principalmente por la combustión de combustibles fósiles en vehículos y plantas industriales. Los NOx son contaminantes peligrosos para la salud humana y el medio ambiente.

Ubicación de la estación de calidad del aire de la cual se tomaron los datos: